{"id":"W6893757611","doi":"10.5281/zenodo.4545254","title":"Ophiomyia frosti Spencer","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Petiole (insect anatomy); Frass; Larva; Ovipositor; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001661682,0.00009335634,0.00007629867,0.00003990312,0.0007693698,0.0002506941,0.0003956509,0.00007240314,0.005454742],"category_scores_gemma":[0.0002507551,0.0001032218,0.00004929463,0.0002021287,0.00008465787,0.000006060781,0.0006175538,0.00008656138,0.001694229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274125,"about_ca_system_score_gemma":0.000007988231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002607168,"about_ca_topic_score_gemma":0.000001422259,"domain_scores_codex":[0.9990094,0.000121078,0.0001280958,0.0003326259,0.0001671546,0.0002416887],"domain_scores_gemma":[0.9990115,0.000003048286,0.00003870411,0.0004148063,0.0004380166,0.00009389916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005913129,0.0000828581,0.00001451125,0.00002646691,0.00004153643,0.00003150047,0.0001333282,0.00004330303,0.7177917,0.0007871521,0.2573751,0.02361342],"study_design_scores_gemma":[0.0002503574,0.0001095025,0.0006676288,0.000008078901,0.000006718315,0.00009426209,0.00009565082,0.00001418314,0.1058529,0.00009917308,0.8926811,0.0001204383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6485631,0.001747379,0.007006266,0.001372867,0.000330483,0.0003589718,0.000339318,0.0002668352,0.3400147],"genre_scores_gemma":[0.9886572,0.0004649541,0.0007218614,0.0004781793,0.0003792874,2.522022e-8,0.003109098,0.0006851712,0.005504257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635306,"threshold_uncertainty_score":0.999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080551531538826,"score_gpt":0.2427365143770635,"score_spread":0.2219309990616753,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}